Assessment and prioritization of economic systems by using decision-making approach based on bipolar complex fuzzy generalized Maclaurin symmetric mean operators

IF 4.6 Q2 MATERIALS SCIENCE, BIOMATERIALS ACS Applied Bio Materials Pub Date : 2024-07-25 DOI:10.1007/s12190-024-02104-5
Ubaid ur Rehman, Tahir Mahmood, Xiaopeng Yang
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Abstract

The problem of assessing and prioritizing various economic systems and their types from the perspective of decision-making is a complex problem, which involves the evaluation of multiple conflicting criteria in the presence of uncertainty and incomplete information. The imprecisions of fuzzy set theory and the existing decision-making (DM) approaches could not fully take into account the complexities and subtleties that are embedded in this problem. Hence, the need to create a better DM model that can handle both the bipolar and complex nature of the economy and come up with a more comprehensive and robust solution. Thus, in this manuscript, we devise a DM technique in the setting of the bipolar complex fuzzy set (BCFS). For this, we firstly investigate various generalized Maclaurin symmetric mean operators in the setting of BCFS that are bipolar complex fuzzy generalized Maclaurin symmetric mean, bipolar complex fuzzy weighted generalized Maclaurin symmetric mean, bipolar complex fuzzy generalized geometric Maclaurin symmetric mean, and bipolar complex fuzzy weighted generalized geometric Maclaurin symmetric mean operators. After that, we use a newly developed decision-making technique in the context of economic systems and find that the traditional economic system is the finest economic system. In the last, we compare the developed work with a certain number of prevailing theories to reveal the supremacy and advantages. The proposed work.

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利用基于双极复合模糊广义麦克劳林对称均值算子的决策方法评估经济系统并确定优先次序
从决策的角度对各种经济体系及其类型进行评估和排序是一个复杂的问题,其中涉及在不确定和信息不完整的情况下对多个相互冲突的标准进行评估。模糊集理论的不精确性和现有的决策(DM)方法无法充分考虑到这一问题的复杂性和微妙性。因此,我们需要创建一个更好的 DM 模型,既能处理经济的两极性和复杂性,又能提出一个更全面、更稳健的解决方案。因此,在本手稿中,我们设计了一种双极复杂模糊集(BCFS)背景下的 DM 技术。为此,我们首先研究了 BCFS 背景下的各种广义 Maclaurin 对称均值算子,即双极性复模糊广义 Maclaurin 对称均值算子、双极性复模糊加权广义 Maclaurin 对称均值算子、双极性复模糊广义几何 Maclaurin 对称均值算子和双极性复模糊加权广义几何 Maclaurin 对称均值算子。然后,我们将新开发的决策技术用于经济系统,发现传统经济系统是最优秀的经济系统。最后,我们将所开发的工作与一定数量的流行理论进行比较,以揭示其优越性和优势。建议的工作。
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来源期刊
ACS Applied Bio Materials
ACS Applied Bio Materials Chemistry-Chemistry (all)
CiteScore
9.40
自引率
2.10%
发文量
464
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